Joe's Agent Workflows

Verkada

ACBE Investigating

Systematic Access Control backend investigation workflow. From signal (Slack, Linear, Datadog alert) through tracing, entity lookup, DB queries, device inspection, payload analysis, to reproduction and root cause.

Build and Deploy Service

Verkada backend service build and deploy workflow using vdev/just. Covers repo selection, build modes (CREW/invoke/local), deployment to staging/prod, and monitoring via ArgoCD and vdog.

Creating Verkada Skills

Systematic 8-phase methodology for building deep Verkada domain skills from primary docs through source currency verification.

Device-Backend Tracing

Systematic workflow for discovering and documenting every backend service, endpoint, protocol, and IPC mechanism that a Verkada device type interacts with. Produces firmware maps, interaction docs, architecture diagrams, and council-verified documentation.

Verkada Investigate

Support ticket investigation. Parallel data gathering from DB, Datadog, OpsGenie, vtb, then hypothesis formation and user-guided exploration.

Verkada One-Shot

End-to-end Linear ticket resolution. Manager (vmanager) oversees worker (vintern) through context, implement, CI, staging test, and PR review.

Verkada PR Review

Structured code review workflow for Verkada Backend PRs. Builds context from PR diff, Linear ticket, and vcerberus docs, then runs 8 parallel review tracks with sub-agents.

Verkada Standup

Automated standup generation. Parallel data fetch from Linear, GitHub, Slack, Calendar, then synthesize, refine with user, and post to Slack.

vmanager

Orchestrates parallel Claude Code agents across Verkada-Backend-{1-10} repos. Manages ticket queues, agent lifecycle, CI monitoring, stuck detection, and continuous 1-minute heartbeat supervision.

Writing RCA Reports

Root Cause Analysis workflow for Verkada Access Control incidents. Parallel data gathering from Slack, Linear, GitHub, and Datadog, timeline construction, Five Whys analysis, and Notion-formatted RCA output.

General

Cant Stop Wont Stop

Autonomous goal-driven project driver. Reads GOAL.md, delegates to worker agents, iterates through orient-plan-execute-assess until all goals met or inextricably stuck.

Council Convergence

Outer orchestration loop that runs council-debate repeatedly on an artifact until N consecutive clean rounds or max rounds exceeded.

Council Debate Workflow

Run multiple AI models in parallel, apply unanimous fixes, repeat until steady state or max 3 rounds.

Creating Go CLI Tools

Reference blueprint for building Go CLI tools. Human-guided step-by-step recipe covering Cobra scaffold, pkg/api+auth+output, agent-forward design, testing, embedded docs, and Homebrew release.

Creating Go CLI (Autonomous)

Autonomous wrapper that runs the creating-go-cli blueprint unattended. One kickoff interview, then self-drives through trckr tickets, parallel worker/QA agents, and 10 phases to a released, Claude-integrated CLI with zero babysitting.

Divide and Conquer

Decompose a task into subtasks, execute up to 10 parallel background agents, refill as workers complete.

Open-Sourcing Workflow

Safely convert private repositories to public open source. Covers legal review, secret scanning, history sanitization, documentation, vulnerability scanning, and post-publication hardening.

Standards Enforcement Workflow

Create, validate, and enforce engineering standards through AI consensus and automated PR monitoring.

Test

Personal

auto-doc Pipeline

Automated documentation pipeline for llm-code-docs. Discovers, fetches, cleans, reviews, and commits upstream docs for 11K+ libraries.

ML Benchmarking

Benchmark LLM inference across local GPUs, Apple Silicon, cloud (RunPod), and embedding models. Covers llama-bench, mlx-lm, vLLM, and automated pipeline to SiYuan.

Download all design screenshots, animations, and flow metadata from Mobbin for an app (iOS + Web). Navigates, injects resource tracker, scrolls, extracts screens/animations/flows, and bulk-downloads watermark-free images.

Rebuild Zenoh Docs

Scrape, reconcile, and rebuild accurate Zenoh documentation from 15 parallel source streams.

Reverse Engineering an API

Capture browser traffic via mitmproxy, generate OpenAPI 3.0 specs with mitmproxy2swagger, and replay/test with hargo.

Full project lifecycle with trckr. Init a project, scope work into tickets, then plow through the queue with parallel agents.